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Radina Dobreva

3 papers · 2020–2021 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (3)

Top co-authors

Nikolay Bogoychev (1) Alexandra Birch (1) Kenneth Heafield (1) Antonio Valerio Miceli Barone (1) Ulrich Germann (1) Roman Grundkiewicz (1) Frank Keller (1) Arturo Oncevay (1) Philip Williams (1) Rachel Bawden (1)

Research topics

Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Learning Types · Deep Learning (1) Models (1) Understanding (1)

Keywords

neural machine translation (2) transformer architecture (1) model probing (1) knowledge distillation (1) multimodal learning (1) probing analysis (1) low-resource language (1) language model (1) pre-trained model (1) vision-language model (1) inference efficiency (1) student model (1) vision-and-language model (1) multilingual system (1) linguistic capability (1) model compression (1) negation understanding (1)

Papers

Investigating Negation in Pre-trained Vision-and-language Models EMNLP 2021 Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task EMNLP 2020 The University of Edinburgh’s English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation Task EMNLP 2020